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Instance selection (or dataset reduction, or dataset condensation) is an important data pre-processing step that can be applied in many machine learning
Instance_selection
Type of supervised learning in machine learning
machine learning, multiple-instance learning (MIL) is a type of supervised learning. Instead of receiving a set of instances which are individually labeled
Multiple_instance_learning
Meta-algorithmic technique to choose an algorithm
Algorithm selection (sometimes also called per-instance algorithm selection or offline algorithm selection) is a meta-algorithmic technique to choose an
Algorithm_selection
Visual HTML5-based 2D game editor
Construct eschews selecting specific instances of objects when adding events, in favor of filtering through all instances of an object type on screen. When
Construct_(game_engine)
Manipulation of data before it is analyzed
include cleaning, instance selection, normalization, one-hot encoding, data transformation, feature extraction and feature selection. Data preprocessing
Data_preprocessing
Random mating
random mating is distinct from lack of natural selection: in viability selection for instance, selection occurs before mating. In simple terms, panmixia
Panmixia
Machine learning software
mining tasks such as: Visualization, Descriptive statistics, Instance selection, feature selection, feature construction, regression, factor analysis, clustering
Tanagra_(machine_learning)
Biological entity within the hierarchy of biological organization
for instance; see kin selection and group selection. There also is debate over the definition of the units themselves, and the roles for selection and
Unit_of_selection
Ecological theory concerning the selection of life history traits
The r/K selection theory is an evolutionary hypothesis examining the selection of traits in an organism that trade off between quantity and quality of
R/K_selection_theory
Selective trading based on possession of hidden information
adverse selection, insurers may require premiums that reflect the customer's risk, distinguishing high-risk from low-risk individuals. For instance, medical
Adverse_selection
Feature selection algorithm used in binary classification
'core' Relief algorithm, i.e. examining strategies for neighbor selection and instance weighting, (2) improving scalability of the 'core' Relief algorithm
Relief_(feature_selection)
Mechanism of evolution by differential reproduction
Natural selection is the differential survival and reproduction of individuals due to differences in the relative fitness endowed on them by their own
Natural_selection
1871 book by Charles Darwin
The Descent of Man, and Selection in Relation to Sex is a book by English naturalist Charles Darwin, first published in 1871, which applies evolutionary
The Descent of Man, and Selection in Relation to Sex
The_Descent_of_Man,_and_Selection_in_Relation_to_Sex
Evolutionary strategy favoring relatives
Kin selection is a process whereby natural selection favours a trait due to its positive effects on the reproductive success of an organism's relatives
Kin_selection
Tandem selection is a method of artificial selection in which useful traits are selected for sequentially. For instance, one could select for both increased
Tandem_selection
Mode of natural selection involving the choosing of and competition for mates
Sexual selection is a mechanism of evolution in which members of one sex choose mates of the other sex (intersexual selection) to mate with, and compete
Sexual_selection
Method for finding kth smallest value
expected number of comparisons of a randomized selection algorithm can be better than this bound; for instance, selecting the second-smallest of six elements
Selection_algorithm
1966 book by George C. Williams
Adaptation and Natural Selection: A Critique of Some Current Evolutionary Thought is a 1966 book by the American evolutionary biologist George C. Williams
Adaptation and Natural Selection
Adaptation_and_Natural_Selection
Non-comparative lexicographical selection algorithm
In computer science, radix selection is a non-comparative selection algorithm, the selection analog of most-significant-digit (MSD) radix sort. It enables
Radix_selection
Process in machine learning and statistics
theoretically optimal max-dependency selection, yet produces a feature set with little pairwise redundancy. mRMR is an instance of a large class of filter methods
Feature_selection
Index selection is a method of artificial selection in which several useful traits are selected simultaneously. First, each trait that is going to be
Index_selection
Proposed mechanism of evolution
speaking for instance of actions for the good of the species. In the 1930s, Ronald Fisher and J. B. S. Haldane proposed the concept of kin selection, a form
Group_selection
Overview of and topical guide to machine learning
decision trees Information gain ratio Inheritance (genetic algorithm) Instance selection Intel RealSense Interacting particle system Interactive machine translation
Outline_of_machine_learning
Change in the heritable traits of populations
literature. For instance, mutation biases are frequently invoked in models of codon usage. Such models also include effects of selection, following the
Evolution
AttributeType="CurrencySource" GroupingBehavior="DiscourageGrouping"> <InstanceSelection>DropDown</InstanceSelection> <KeyColumns> <KeyColumn ColumnName="CurrencyName"
Business Intelligence Markup Language
Business_Intelligence_Markup_Language
Video game series
Because of Nintendo of America's censorship policies at the time, most instances of blood, nudity and religious imagery were removed or edited in early
Castlevania
States Jury Selection and Service Act of 1968, or "Jury Act", 28 U.S.C. § 1861 et seq, provides the judicial structure for the selection of United States
Jury Selection and Service Act
Jury_Selection_and_Service_Act
1957 essay by Jacques Lacan
"The Instance of the Letter in the Unconscious, or Reason Since Freud" (French: L'instance de la lettre dans l'inconscient) is an essay by the psychoanalyst
The Instance of the Letter in the Unconscious, or Reason Since Freud
The_Instance_of_the_Letter_in_the_Unconscious,_or_Reason_Since_Freud
Chinese computer scientist
editors. Computational methods of feature selection. CRC Press; 2007 Liu, Huan, and Hiroshi Motoda. Instance Selection and Construction for Data Mining. New
Huan_Liu
between s-selection and c-selection, see for instance Ouhalla (1994:125), Lasnik (1999:21), and Fromkin et al. (2000:228ff.). For examples of selection used
Selection_(linguistics)
1859 book on evolution by Charles Darwin
good instance of how fixed races are, in face of very different external conditions. The slowness of any changes explained by constitutions selection & sexual
On_the_Origin_of_Species
Sexual selection mechanism
Fisherian runaway or runaway selection is a sexual selection mechanism proposed by the mathematical biologist Ronald Fisher in the early 20th century
Fisherian_runaway
Animal breeding concept
A selection limit is a term from animal breeding and quantitative genetics that refers to a cessation of progress even when continued directional selection
Selection_limits
September 1953 article by Lester Asheim in the Wilson Library Bulletin
the difference between selection and censorship. He writes that the censor uses external criteria to judge a book; for instance, the author's life may
Not_Censorship,_But_Selection
2002 book by Nick Bostrom
Anthropic Bias: Observation Selection Effects in Science and Philosophy (2002) is a book by philosopher Nick Bostrom. It investigates how to reason when
Anthropic_Bias
Men's association football team
Cesáreo Onzari scored directly from a corner kick, the first reported instance of this feat in football. Because Uruguay had recently won the gold medal
Argentina national football team
Argentina_national_football_team
Evolutionary effects of sexual selection on humans
The concept of sexual selection was introduced by Charles Darwin as an element of his theory of natural selection. Sexual selection is a biological way
Sexual_selection_in_humans
Group of large game birds
attract females, and the showy features of the males had evolved by sexual selection. More recently, Amotz Zahavi proposed in his handicap principle that these
Peafowl
State government commission conducting examinations and recruitment
The Uttarakhand Subordinate Service Selection Commission (UKSSSC) is a government organization in the state of Uttarakhand, India, responsible for conducting
Uttarakhand Subordinate Service Selection Commission
Uttarakhand_Subordinate_Service_Selection_Commission
Theory of the "selfish gene"
passed from generation to generation almost exclusively by DNA, natural selection and evolution are best considered from the perspective of genes. Proponents
Gene-centered view of evolution
Gene-centered_view_of_evolution
involving the instance with the highest utility is made. The outcome of the decision, when received, is then used to update the utility of the instance that was
Dynamic_decision-making
Game mechanic where players act at the same time
simultaneous action selection in that players secretly choose their locations at the same time. This is important in that, for instance, a player plotting
Simultaneous_action_selection
Association football tournament in Germany
Montenegro play in the World Cup tournament as one team, marking the first instance of multiple sovereign nations competing as one team in a major football
2006_FIFA_World_Cup
State in southern India
Madras Presidency. On 10 July 1806, the Vellore mutiny, which was the first instance of a large-scale mutiny by Indian sepoys against the British East India
Tamil_Nadu
State government agency
leak. Reports suggested the involvement of a paper leak mafia, with one instance involving a mastermind allegedly solving papers in a bus for a fee of ₹10
Rajasthan Public Service Commission
Rajasthan_Public_Service_Commission
Four-letter code designation for aviation facilities around the world
administrative reasons: RAF Mount Pleasant air base in the Falkland Islands, for instance, is assigned the ICAO code EGYP as though it were in the United Kingdom
ICAO_airport_code
Part of the Court of Justice of the European Union
the Lisbon Treaty on 1 December 2009, it was known as the Court of First Instance. The General Court has competence over the following cases. Actions for
General Court (European Union)
General_Court_(European_Union)
Bias in the sampling of a population
bias is usually classified as a subtype of selection bias, sometimes specifically termed sample selection bias, but some classify it as a separate type
Sampling_bias
Assisted reproductive technology procedure
values. During the embryo selection and transfer phases, many embryos may be discarded in favour of others. This selection may be based on criteria such
In_vitro_fertilisation
Selection of data points in statistics
because the randomness of the selection may result in a sample that does not reflect the makeup of the population. For instance, a simple random sample of
Sampling_(statistics)
Breeding for desired characteristics
Selective breeding (also called artificial selection) is the process by which humans use animal breeding and plant breeding to selectively develop particular
Selective_breeding
Controversial theory in terminal ballistics
detail (pp. 153–154). In addition, the published analysis documents five instances of abdominal wounding in cases where the bullet did not penetrate the
Hydrostatic_shock
Mode of natural selection in plants
Sexual selection in Arabidopsis thaliana is a mode of natural selection by which the flowering plant Arabidopsis thaliana selects mates to maximize reproductive
Sexual selection in Arabidopsis thaliana
Sexual_selection_in_Arabidopsis_thaliana
World War II Allied nuclear weapons program
of TNT), actually a few tons more than the stated "100-tons". The first instance in print of Oppenheimer's Gita story is apparently from 1948. Oppenheimer
Manhattan_Project
American collegiate basketball tournament process
the selection process doesn't officially mention the "eye test". For instance, in 2016 Oklahoma athletic director Joe Castiglione, the NCAA selection committee's
NCAA basketball tournament selection process
NCAA_basketball_tournament_selection_process
Chinese-American computer scientist
Chen, Jinbo Bi and James Z. Wang, MILES: Multiple-Instance Learning via Embedded Instance Selection, IEEE Transactions on Pattern Analysis and Machine
James_Z._Wang
Measure of antenna performance
in every direction away from the antenna in spherical coordinates. For instance, the night sky is roughly 4 K; the value of the temperature pattern in
Antenna gain-to-noise-temperature
Antenna_gain-to-noise-temperature
Men's association football team
set to be demolished in late-2020 for a newer stadium, which in first instance was for preparation for the 2024 Copa América. However, Ecuador declined
Ecuador national football team
Ecuador_national_football_team
Ratio of competing statistical models
as a null hypothesis and an alternative, but this is not necessary; for instance, it could also be a non-linear model compared to its linear approximation
Bayes_factor
Fallacy of incomplete evidence
example of which is the confirmation bias. Cherry picking can refer to the selection of data or data sets so a study or survey will give desired, predictable
Cherry_picking
Case in which having two different versions of a gene provides an advantage
traits upon the same organism. In this instance, the state of the organism's environment will provide selection, with a net effect either favoring or working
Heterozygote_advantage
Post-quantum digital signature scheme
underlying hash function. A theoretical forgery attack for specific SHA256 instances has been described that requires a large amount of legitimate signatures
SPHINCS+
Machine to increase pressure of gas by reducing its volume
rotary compressors depends on the air drier,[clarification needed] and the selection of air drier is always 1.5 times volumetric delivery of the compressor
Compressor
Indian examination
Examination (SSC CGL or CGLE) is an examination conducted by the Staff Selection Commission to recruit Group B and C officers to various posts in ministries
Combined Graduate Level Examination
Combined_Graduate_Level_Examination
Thirteenth letter of the Latin alphabet
words, such as mnemonic, is pronounced as /n/. This digraph is the only instance where the letter ⟨m⟩ is silent. M is the fourteenth most frequently used
M
affect the behaviour of prey dropping for different species. For instance, selection of prey may depend on substrate used in that environment. Northwestern
Tool_use_by_non-human_animals
Keyboard input error
touchscreen or physical keyboard that occurs when the wrong selection is made, or multiple selections are made due to options or keyboard keys being too close
Fat-finger_error
Creating sequence of numbers that cannot be predicted
to be suitable for randomization are in fact not quite so simple. For instance, a system that "randomly" selects music tracks for a background music system
Random_number_generation
dialing 102, but the service is charged as a regular local call in most instances except from payphones. However, all local landline telephone companies
Telephone_numbers_in_Brazil
Model of cultural evolution
Cultural group selection is an explanatory model within cultural evolution of how cultural traits evolve according to the competitive advantage they bestow
Cultural_group_selection
2021 browser game
contain that letter in any spot. If a guessed word contains multiple instances of the same letter—such as the "o"s in "robot"—those letters will be marked
Wordle
American computer scientist
Award Finalist. "Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation Classification". AMIA 2017 Annual Symposium (AMIA
Ellen_Riloff
Structure in ancient China used for discarding unwanted children
spirit of the children, to prevent them from being reincarnated. Gender selection of children in China has been an issue for a long time due to the undesirability
Baby_tower
Psychological theory of dreaming
The schemas modified and tested by emotional selection are those essential for meeting needs. For instance, a dream of being attacked, chased, or falling
Emotional selection (dreaming)
Emotional_selection_(dreaming)
Desirable qualities in partners
preferences shaped by ancestral selection pressures. These preferences are understood within the framework of sexual selection (first proposed by Charles Darwin
Mate_choice_in_humans
680 battle in Iraq
wind blows dust over them." Shi'a Muslims consider this to be the first instance of wailing and mourning over the death of Husayn. Husayn's son Zayn al-Abideen
Battle_of_Karbala
Northern Irish politician and child sex offender (born 1962)
protest and unfortunately some people get inconvenienced." That led to his selection, in January 1997, as a candidate for the Westminster Parliament, and he
Jeffrey_Donaldson
Independent evolution of similar features
similar characteristics; for instance, gliding frogs have evolved in parallel from multiple types of tree frog. Many instances of convergent evolution are
Convergent_evolution
Significance of the peppered moth in evolutionary biology
The evolution of the peppered moth is an evolutionary instance of directional colour change in the moth population as a consequence of air pollution during
Peppered_moth_evolution
Association football tournament in Italy
European winners. The 1934 World Cup was marred by being a high-profile instance of a sporting event being used for overt political gain. In particular
1934_FIFA_World_Cup
American artistic gymnast (born 1997)
with her medals won in Rio. Biles winning four gold medals was the first instance of a quadruple gold medallist in women's gymnastics at a single Games since
Simone_Biles
Multiplayer game creation platform
pornography". In response to perceived moderation issues, there have been instances where players have formed "vigilante groups" to mass report predatory
Roblox
English footballer (born 1975)
United, but in particular with Real Madrid and AC Milan), and on rare instances as a deep-lying playmaker, in particular in his later career, to compensate
David_Beckham
Wagering something of value on a random event
random event with the intent of winning something else of value, where instances of strategy are discounted. Gambling thus requires three elements to be
Gambling
Domesticated species of canid
persecuted, giving them a disadvantage when facing large dog groups. In some instances, wolves have displayed an uncharacteristic fearlessness of humans and
Dog
Digital database whose organization is based on the relational model of data
rows represent instances of that type of entity (such as "Lee" or "chair") and the columns represent values attributed to that instance (such as address
Relational_database
Process of selecting the most efficient media of advertising
Advertising media selection is the process of choosing the most efficient media for an advertising campaign. To evaluate media efficiency, planners consider
Advertising_media_selection
Statistical tool to assess investments
David H. Bailey at Lawrence Berkeley National Laboratory. It corrects for selection bias, backtest overfitting, sample length, and non-normality in return
Deflated_Sharpe_ratio
Season of National Basketball Association team the New York Knicks
in 26 years where they had clinched a playoff series at home, the last instance being in the 1999 NBA playoffs. New York would once again face off with
2024–25 New York Knicks season
2024–25_New_York_Knicks_season
Reproductive structure in flowering plants
century, when it became specialised to mean "ground grain" — originally an instance of figurative flower meaning "best part; finest". The Old English word
Flower
Medical history of American celebrity
symptoms, but otherwise he was in good spirits". One week later, the jury selection for the child sexual abuse trial resumed in Jackson's presence. In 1993
Health and appearance of Michael Jackson
Health_and_appearance_of_Michael_Jackson
One specific measure of bodily symmetry
aesthetic traits of physical attractiveness and beauty. For instance, in mate selection, people have been shown to have a preference for symmetry. Facial
Facial_symmetry
Special operations selection and assessment programme in Malaysia
Special Forces Selection is the recruitment, selection, and training process for candidates of the Special forces units in Malaysia. This selection process is
Malaysian Special Forces Selection
Malaysian_Special_Forces_Selection
dikasterion (court) resembled the modern Western jury in some respects. For instance, both consisted of a number of members of the public, assembled in the
Dikastes
In-depth, detailed examination of a particular case
circumstances. A case selection that is based on representativeness will seldom be able to produce these kinds of insights. While a random selection of cases is
Case_study
Examination of businesses or individual tax return by state tax authorities in the U.S.
audited. Random selection exams tend to be more extensive and time-consuming than other forms of review. The practice of random selection has been a source
Income_tax_audit
Online subculture
ideology and a subsection of the Manosphere that argues female sexual selection is primarily based on external superficial qualities such as attractiveness
Incel
Draft for the Australian Football League
The 2003 AFL draft was the 2003 instance of the AFL draft, the annual draft of talented players by Australian rules football teams that participate in
2003_AFL_draft
Film and television actor
a likely choice for roles as cab drivers, bartenders, and gunmen. For instance, in the five-year run of The Adventures Superman television series, Nelson
Billy_Nelson_(actor)
Epic poem attributed to Homer
books 9 to 11—include too many mythical elements to be truly mappable. For instance, there are challenges ascertaining whether Odysseus's homeland of Ithaca
Odyssey
INSTANCE SELECTION
INSTANCE SELECTION
Boy/Male
Indian
Distance
Boy/Male
Arabic
Distance
Girl/Female
Indian
Some distance
Girl/Female
Greek
One who will be reborn.
Female
English
English form of Latin Constantia, CONSTANCE means "steadfast."Â
Girl/Female
Latin American English French Shakespearean
Firm of purpose. Constancy, from the Latin Constantia.
Female
English
Variant spelling of English/Scottish Anstice, ANSTACE means "resurrection."
Girl/Female
Arabic, Muslim, Sindhi
Some Distance
Girl/Female
American, Australian, British, Christian, Dutch, English, French, German, Latin, Portuguese, Shakespearean, Swedish
Constancy; Steadfastness
Girl/Female
Indian
Some distance
Girl/Female
Muslim
Some distance
Surname or Lastname
English and French
English and French : from the medieval female personal name Constance, Latin Constantia, originally a feminine form of Constantius (see Constant), but later taken as the abstract noun constantia ‘steadfastness’.English and French : habitational name from Coutances in La Manche, France, which was named Constantia in Latin (see above) in honor of the Roman emperor Constantius Chlorus, who was responsible for fortifying the settlement in ad 305.
Girl/Female
Arabic, Muslim, Sindhi
Some Distance
Female
French
French form of Latin Constantia, CUSTANCE means "steadfast."Â
Girl/Female
Muslim
Some distance
Girl/Female
Arabic, Muslim
Example; Instance; Precedent
Girl/Female
Tamil
Insurance
Girl/Female
Hindu
Insurance
Girl/Female
Muslim
Some distance
Girl/Female
Muslim
Some distance
INSTANCE SELECTION
INSTANCE SELECTION
Female
English
Variant spelling of English Kaitlin, KAITLYNN means "pure."
Boy/Male
Muslim
Stream
Female
Hebrew
(גַבְרִילָה) Feminine form of Hebrew Gavriel, GAVRIELA means "man of God" or "warrior of God."
Surname or Lastname
English
English : perhaps a variant of Enslow. Compare Enloe.
Boy/Male
Arabic Muslim
Brilliance, magnificent.
Female
English
English pet form of Greek Lalage, LALLA means "to babble."Â
Boy/Male
Muslim
Fairy like
Surname or Lastname
English
English : patronymic from Harvey.
Girl/Female
Muslim
Name of a sahabiyah ra
Boy/Male
American, British, Chinese, Christian, English
Garment Maker; Tucker of Cloth
INSTANCE SELECTION
INSTANCE SELECTION
INSTANCE SELECTION
INSTANCE SELECTION
INSTANCE SELECTION
v. t.
To place at a distance or remotely.
a.
Used by, or appropriated to, insane persons; as, an insane hospital.
n.
The act or quality of being instant or pressing; urgency; solicitation; application; suggestion; motion.
n.
Remoteness in succession or relation; as, the distance between a descendant and his ancestor.
a.
A natural aptitude or knack; a predilection; as, an instinct for order; to be modest by instinct.
a.
A day of the present or current month; as, the sixth instant; -- an elliptical expression equivalent to the sixth of the month instant, i. e., the current month. See Instant, a., 3.
imp. & p. p.
of Instance
n.
That which is instant or urgent; motive.
n.
Instance; urgency.
v. t.
To cause to appear as if at a distance; to make seem remote.
n.
The interval between two notes; as, the distance of a fourth or seventh.
n.
The act of issuing, or giving out; as, the issuance of an order; the issuance of rations, and the like.
v. t.
To set, place, or establish, as in a rank, office, or condition; to install; to invest; as, to instate a person in greatness or in favor.
v. t.
To outstrip by as much as a distance (see Distance, n., 3); to leave far behind; to surpass greatly.
a.
Urged or stimulated from within; naturally moved or impelled; imbued; animated; alive; quick; as, birds instinct with life.
a.
Characterized by insanity or the utmost folly; chimerical; unpractical; as, an insane plan, attempt, etc.
v. t.
To impress, as an animating power, or instinct.
a.
Immediately; instantly; at once; as, he left instanter.
v. t.
To mention as a case or example; to refer to; to cite; as, to instance a fact.
v. i.
To give an example.